Three-way analysis

13-01-00


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Table of Contents

Three-way analysis

Three-way analysis Outline

Introduction

Introduction

Introduction Unfolding

Models

PARAFAC

PARAFAC

PARAFAC

PARAFAC - uniqueness

PARAFAC - uniqueness

Tucker3

Tucker3

Tucker3

Multilinear PLS regression

Multilinear PLS regression

Multilinear PLS regression

Multilinear PLS regression

Using the models

Using the models Number of components

Introduction notation

Introduction Scalar notation

Introduction Slab notation

Introduction Matricized notation

Three-way & second order calibration Outline

Three-way & second order calibration Traditional calibration

Three-way & second order calibration Traditional calibration

Three-way calibration Regression-based

Regression-based calibration Using decomposition

Regression-based calibration Using PLS

Regression-based calibration Example sensory data

Three-way calibration Sensory data

Three-way calibration Sensory data

Three-way calibration Sensory data

Second order calibration How to do it

Second order calibration How to do it

Second order calibration The name

Second order calibration Algorithms

Second order calibration Fluorescence example

Second order calibration Fluorescence example

Second order calibration Fluorescence example

Second order calibration Fluorescence example

Calibration - conclusion Two different ways

Author: RBJ

Email: rb@kvl.dk

Home Page: www.models.life.ku.dk/users/rasmus